BEJSON Benchmark Suite
Dataset Generator & Compression Engine Client-Side POSIX Math
Token Savings -73.4% Saving 39,840 prompt tokens
Byte Compression -68.2% Raw byte reduction
Standard JSON 142.5 KB 54,200 tokens
BEJSON 105 45.3 KB 14,360 tokens
Standard JSON Token Footprint: 100% (Baseline Bloat)
BEJSON 105 Token Footprint: 26.6% (73.4% Saved)
Format Specification Raw Size Estimated Tokens Key Overhead Integrity Header
Standard Key-Value JSON 142,500 B 54,200 Repeated per Row (100%) None
BEJSON 104 (Foundational) 39,120 B 12,410 Declared Once in Fields Format 104a Primitive
BEJSON 105 (Integrity Era) 45,300 B 14,360 Declared Once in Fields UUIDv4 Fingerprinted
Browser Engine Parser Latency & Throughput V8 / SpiderMonkey / WebKit
JSON.parse Latency 0.00 ms 0 ops/sec
BEJSON Parse + Cache 0.00 ms 0 ops/sec
Field-Map O(1) Lookups Flat O(1) Constant-time column resolve
Memory Throughput 0.00 MB/s Client parse bandwidth 
> Ready. Click "Benchmark Parser Latency" to run high-iteration execution loops.
Scale Matrix: 5,000 · 10,000 · 25,000 · 50,000 Records Key-Value vs Field-Value

Multi-dimensional stress testing measuring write/serialization speed, read/lookup latency, payload size, in-memory allocation, and token cost.

Write Speed Advantage -- Serialization throughput
Read & Lookup Speed -- Parsing + O(1) field lookup
Memory Footprint Saved -- In-memory heap allocation
Token Cost Saved -- Prompt token savings
Visual Ratio (Field-Value vs Key-Value Baseline)
Payload Size: Awaiting benchmark...
In-Memory RAM Footprint: Awaiting benchmark...
Write Latency (Serialization): Awaiting benchmark...
Read Latency (Parse & Field Traversal): Awaiting benchmark...
Scale Tier Metric Category Key-Value (JSON) Field-Value (BEJSON 105) Delta / Advantage
Select a scale tier (5k, 10k, 25k, 50k, or Full Sweep) and click "Run Scale Benchmark". 
> Ready. Select a scale (5,000 to 50,000 records) and click "Run Scale Benchmark".
MFDB v1.40 Referential Integrity & Cascade Simulator Foreign Key Constraints

Demonstrates active Foreign Key cascades across federated entity stores: Organizations → Clusters → Services → Deployments.

Client Device Telemetry & Verifiable Benchmark Report Local Environment Probe

Collect your local hardware and browser metrics to share verifiable benchmark numbers.

Browser Engine Detecting... User Agent
CPU Concurrency -- Logical Cores
Device Memory -- Estimated RAM Ceiling
Display Resolution -- Pixel Ratio 

      

    


    
    

      

        

          Payload Inspector: Standard JSON vs BEJSON 105
          

            
            
          

        

        

          

            Standard Repetitive-Key JSON:
            

          

          

            BEJSON 105 Positional Matrix:
            

          

        

      

    


  


  
  

    
  


  
  

  
  
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